소장자료
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024 | 7 | ▼a10.1007/978-3-030-76228-5▼2doi▲ | |
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245 | 1 | 0 | ▼aInformation Management and Big Data▼h[electronic resource] :▼b7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings /▼cedited by Juan Antonio Lossio-Ventura, Jorge Carlos Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas.▲ |
250 | ▼a1st ed. 2021.▲ | ||
264 | 1 | ▼aCham :▼bSpringer International Publishing :▼bImprint: Springer,▼c2021.▲ | |
300 | ▼aXX, 554 p. 215 illus., 175 illus. in color.▼bonline resource.▲ | ||
336 | ▼atext▼btxt▼2rdacontent▲ | ||
337 | ▼acomputer▼bc▼2rdamedia▲ | ||
338 | ▼aonline resource▼bcr▼2rdacarrier▲ | ||
347 | ▼atext file▼bPDF▼2rda▲ | ||
490 | 1 | ▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v1410▲ | |
505 | 0 | ▼aNatural Language Processing and Text Mining -- Comparative Analysis of Question Answering Models for HRI Tasks with NAO in Spanish -- Peruvian citizens reaction to Reactiva Perú Program: A Twitter Sentiment Analysis Approach -- Twitter Early Prediction of preferences and tendencies based in neighborhood behavior -- Summarization of Twitter Events with Deep Neural Network Pre-trained Models -- Multi-strategic Approach for Author Name Disambiguation in Bibliography Repositories -- Machine Learning techniques for speech emotion classification -- An evaluation of physiological public datasets for emotion recognition systems -- Machine Learning -- YTTREX: crowdsourced analysis of YouTube's recommender system during COVID-19 pandemic -- Parallel Social Spider Optimization Algorithms with Island Model for the Clustering Problem -- Two-Class Fuzzy Clustering Ensemble Approach Based on A Constraint on Fuzzy Memberships -- Modeling and Predicting the Lima Stock Exchange General Index with Bayesian Networks and Information from Foreign Markets -- Comparative study of spatial prediction models for estimating PM2:5 concentration level in urban areas -- Prediction of Solar Radiation using Neural Networks Forecasting -- COVID-19 Infection Prediction and Classification -- Image Processing -- Towards a benchmark for sedimentary facies classification: Applied to the Netherlands F3 Block -- Mobile application for movement recognition in the rehabilitation of the anterior cruciate ligament of the knee -- Semantic Segmentation using Convolutional Neural Networks for Volume Estimation of Native Potatoes at High Speed -- Symbiotic Trackers' Ensemble with Trackers' Re-initialization for Face Tracking -- Multi-class Vehicle Detection and Automatic License Plate Recognition based on YOLO in Latin American Context -- Static Summarization using Pearsons Coefficient and Transfer Learning for Anomaly detection for Surveillance Videos -- Humpback Whale's Flukes Segmentation Algorithms -- Improving Context-Aware Music Recommender Systems with a Dual Recurrent Neural Network -- Social Networks -- Classification of Cybercrime Indicators in Open Social Data -- StrCoBSP: relationship Strength-aware Community-based Social Pro ling -- Identifying Differentiating Factors for Cyberbullying in Vine and Instagram -- Effect of Social Algorithms on Media Source Publishers in Social -- Media Ecosystems -- The Identification of Framing Language in Business Leaders' Speech From the Mass Media -- Clustering Analysis of Website Usage on Twitter during the COVID-19 Pandemic -- Data-driven Software Engineering -- Calibrated Viewability Prediction for Premium Inventory Expansion -- Data Driven Policy Making: The Peruvian Water Resources Observatory -- Graph Mining -- Use of complex networks to differentiate elderly and young people -- Analysis of the Health Network of Metropolitan Lima against Large-scale Earthquakes -- Quasiquadratic time algorithms for square and pentagon counting in real-world networks -- Identifying COVID-19 Impact on Peruvian Mental Health during Lockdown using Social Network -- Diagnosis of SARS-CoV-2 based on patient symptoms and fuzzy classifiers -- Semantic Web, Repositories, and Visualization -- Distributed Identity Management for Semantic Entities -- Telegram: Data Collection, Opportunities and Challenges -- Graph theory applied to International Code of Diseases (ICD) in a hospital -- CovidStream: Interactive Visualization of Emotions Evolution Associated with Covid-19.▲ | |
520 | ▼aThis book constitutes the refereed proceedings of the 7th International Conference on Information Management and Big Data, SIMBig 2020, held in Lima, Peru, in October 2020.* The 32 revised full papers and 7 revised short papers presented were carefully reviewed and selected from 122 submissions. The papers address topics such as natural language processing and text mining; machine learning; image processing; social networks; data-driven software engineering; graph mining; and Semantic Web, repositories, and visualization. *The conference was held virtually.▲ | ||
650 | 0 | ▼aComputer networks .▲ | |
650 | 0 | ▼aArtificial intelligence.▲ | |
650 | 0 | ▼aSocial sciences—Data processing.▲ | |
650 | 0 | ▼aComputer vision.▲ | |
650 | 1 | 4 | ▼aComputer Communication Networks.▲ |
650 | 2 | 4 | ▼aArtificial Intelligence.▲ |
650 | 2 | 4 | ▼aComputer Application in Social and Behavioral Sciences.▲ |
650 | 2 | 4 | ▼aComputer Vision.▲ |
700 | 1 | ▼aLossio-Ventura, Juan Antonio.▼eeditor.▼0(orcid)0000-0003-0996-2356▼1https://orcid.org/0000-0003-0996-2356▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aValverde-Rebaza, Jorge Carlos.▼eeditor.▼0(orcid)0000-0001-8664-9692▼1https://orcid.org/0000-0001-8664-9692▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aDíaz, Eduardo.▼eeditor.▼0(orcid)0000-0003-2794-8152▼1https://orcid.org/0000-0003-2794-8152▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
700 | 1 | ▼aAlatrista-Salas, Hugo.▼eeditor.▼0(orcid)0000-0001-5252-4728▼1https://orcid.org/0000-0001-5252-4728▼4edt▼4http://id.loc.gov/vocabulary/relators/edt▲ | |
710 | 2 | ▼aSpringerLink (Online service)▲ | |
773 | 0 | ▼tSpringer Nature eBook▲ | |
776 | 0 | 8 | ▼iPrinted edition:▼z9783030762278▲ |
776 | 0 | 8 | ▼iPrinted edition:▼z9783030762292▲ |
830 | 0 | ▼aCommunications in Computer and Information Science,▼x1865-0937 ;▼v1410▲ | |
856 | 4 | 0 | ▼uhttps://doi.org/10.1007/978-3-030-76228-5▲ |
Information Management and Big Data[electronic resource] : 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings
자료유형
국외eBook
서명/책임사항
Information Management and Big Data [electronic resource] : 7th Annual International Conference, SIMBig 2020, Lima, Peru, October 1–3, 2020, Proceedings / edited by Juan Antonio Lossio-Ventura, Jorge Carlos Valverde-Rebaza, Eduardo Díaz, Hugo Alatrista-Salas.
판사항
1st ed. 2021.
형태사항
XX, 554 p. 215 illus., 175 illus. in color. online resource.
총서사항
Communications in Computer and Information Science , 1865-0937 ; 1410
Communications in Computer and Information Science , 1865-0937 ; 1410
Communications in Computer and Information Science , 1865-0937 ; 1410
내용주기
Natural Language Processing and Text Mining -- Comparative Analysis of Question Answering Models for HRI Tasks with NAO in Spanish -- Peruvian citizens reaction to Reactiva Perú Program: A Twitter Sentiment Analysis Approach -- Twitter Early Prediction of preferences and tendencies based in neighborhood behavior -- Summarization of Twitter Events with Deep Neural Network Pre-trained Models -- Multi-strategic Approach for Author Name Disambiguation in Bibliography Repositories -- Machine Learning techniques for speech emotion classification -- An evaluation of physiological public datasets for emotion recognition systems -- Machine Learning -- YTTREX: crowdsourced analysis of YouTube's recommender system during COVID-19 pandemic -- Parallel Social Spider Optimization Algorithms with Island Model for the Clustering Problem -- Two-Class Fuzzy Clustering Ensemble Approach Based on A Constraint on Fuzzy Memberships -- Modeling and Predicting the Lima Stock Exchange General Index with Bayesian Networks and Information from Foreign Markets -- Comparative study of spatial prediction models for estimating PM2:5 concentration level in urban areas -- Prediction of Solar Radiation using Neural Networks Forecasting -- COVID-19 Infection Prediction and Classification -- Image Processing -- Towards a benchmark for sedimentary facies classification: Applied to the Netherlands F3 Block -- Mobile application for movement recognition in the rehabilitation of the anterior cruciate ligament of the knee -- Semantic Segmentation using Convolutional Neural Networks for Volume Estimation of Native Potatoes at High Speed -- Symbiotic Trackers' Ensemble with Trackers' Re-initialization for Face Tracking -- Multi-class Vehicle Detection and Automatic License Plate Recognition based on YOLO in Latin American Context -- Static Summarization using Pearsons Coefficient and Transfer Learning for Anomaly detection for Surveillance Videos -- Humpback Whale's Flukes Segmentation Algorithms -- Improving Context-Aware Music Recommender Systems with a Dual Recurrent Neural Network -- Social Networks -- Classification of Cybercrime Indicators in Open Social Data -- StrCoBSP: relationship Strength-aware Community-based Social Pro ling -- Identifying Differentiating Factors for Cyberbullying in Vine and Instagram -- Effect of Social Algorithms on Media Source Publishers in Social -- Media Ecosystems -- The Identification of Framing Language in Business Leaders' Speech From the Mass Media -- Clustering Analysis of Website Usage on Twitter during the COVID-19 Pandemic -- Data-driven Software Engineering -- Calibrated Viewability Prediction for Premium Inventory Expansion -- Data Driven Policy Making: The Peruvian Water Resources Observatory -- Graph Mining -- Use of complex networks to differentiate elderly and young people -- Analysis of the Health Network of Metropolitan Lima against Large-scale Earthquakes -- Quasiquadratic time algorithms for square and pentagon counting in real-world networks -- Identifying COVID-19 Impact on Peruvian Mental Health during Lockdown using Social Network -- Diagnosis of SARS-CoV-2 based on patient symptoms and fuzzy classifiers -- Semantic Web, Repositories, and Visualization -- Distributed Identity Management for Semantic Entities -- Telegram: Data Collection, Opportunities and Challenges -- Graph theory applied to International Code of Diseases (ICD) in a hospital -- CovidStream: Interactive Visualization of Emotions Evolution Associated with Covid-19.
요약주기
This book constitutes the refereed proceedings of the 7th International Conference on Information Management and Big Data, SIMBig 2020, held in Lima, Peru, in October 2020.* The 32 revised full papers and 7 revised short papers presented were carefully reviewed and selected from 122 submissions. The papers address topics such as natural language processing and text mining; machine learning; image processing; social networks; data-driven software engineering; graph mining; and Semantic Web, repositories, and visualization. *The conference was held virtually.
주제
ISBN
9783030762285
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